Quarto

Quarto enables you to weave together content and executable code into a finished presentation. To learn more about Quarto presentations see https://quarto.org/docs/presentations/.

Bullets

When you click the Render button a document will be generated that includes:

• Content authored with markdown
• Output from executable code

Code

When you click the Render button a presentation will be generated that includes both content and the output of embedded code. You can embed code like this:

[1] 2

Quarto has column support

Showing code

[1] 3

Speaker notes

Press s to enter presentation mode.

More on Quarto

Especially the reveal.js part:

https://quarto.org/docs/presentations/revealjs/demo/

References

You can cite bibtex references, e.g., your own work (Calero Valdez 2020)

Air Quality

Figure 1 further explores the impact of temperature on ozone level.

Figure 1: Temperature and ozone level.

8 Pillars of open science

The EC ¹ states that the 8 pillars of Open Science are …

8 Pillars of open science

The EC ¹ states that the 8 pillars of Open Science are …

FAIR Data

• Findable – making research outputs discoverable by the wider academic community and the public,
• Accessible – using unique identifiers, metadata and a clear use of language and access protocols,
• Interoperable – applying standards to encode and exchange data and metadata and…
• Reusable – enabling the repurposing of research outputs to maximise their research potential.

Reproducibility

Studies funded by the OSF found only 50% of findings replicate

Reasons

• Bad research design
• HARKing, p-hacking

Problems

• Lack of analysis code availability
• Lack of raw data availability
• Problems with reproduction efforts

What is reproducibility?

Computational reproducibility

• access to code and data
• Others can reproduce your results.

Empirical reproducibility

• sufficient information to recreate experiments or copy the study

Replicability

• quality of an outcome and a study
• not discussed here

Future of Scholarly Communication

Science communication has to adapt.

New publication formats

Education and Skills

Researchers must learn to apply open science principles (European Commission et al. 2017).

• library and information skills
• open publication literacy skills
• data management and open data skills
• data science skills
• etc.

Why do open science?

Value-based reasons

• increases rigour, accountability, and reproducibility
• based on inclusion, fairness, equity, and sharing
• We get paid by the public, our results should be public

Why do open science?

Benefits of open science

• Open research gets more attention
  • easier to cite
  • easier for others to work with

Figure Caption below the figure